Image Classification on e-ophtha
98.29AccuracySAFE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SAFEK=7, tau=0.802026.03 | 98.29 | 77.29 | 98.37 | 99.89 | 99.12 | 0.11 | 94.59 | 54.69 | 69.31 | 26.85 | 95.57 | |
| PEN + KNN2026.03 | 96.31 | 71.51 | 96.69 | 99.5 | 98.07 | 0.5 | 83.93 | 43.52 | 57.32 | 56.48 | 100 | |
| LCL2026.03 | 96.2 | 78.84 | 97.56 | 98.43 | 98 | 1.57 | 69.57 | 59.26 | 64 | 40.74 | 100 | |
| ResNet182026.03 | 94.73 | 81.98 | 98.01 | 96.37 | 97.18 | 3.63 | 52.9 | 67.59 | 59.35 | 32.41 | 100 | |
| PLT2026.03 | 70.26 | 63.79 | 96 | 71 | 82 | 26.62 | 11 | 56 | 18 | 46.99 | 100 | |
| DeepCluster2026.03 | 69.64 | 42.14 | 93.17 | 73.17 | 81.97 | 26.83 | 24.4 | 11.11 | 4 | 88.89 | 100 |